{"id":"W4415968318","doi":"10.3390/medicina61111994","title":"ADAS-Cog Trajectories Differ from Expected Decline in Dementia Following Repeated Non-Invasive Interventions over 3 Years","year":2025,"lang":"en","type":"article","venue":"Medicina","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Dementia; Cognition; Repeated measures design; Cognitive decline; Psychological intervention; Transcranial magnetic stimulation; Confidence interval; Mixed-design analysis of variance; Alzheimer's disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003786683,0.0001930378,0.0004515867,0.0004692755,0.00006796276,0.00002960544,0.0001488354,0.0001030712,0.001146767],"category_scores_gemma":[0.0007374449,0.0001718066,0.0002788946,0.0007503415,0.00009449691,0.00009020663,0.0001528315,0.0003334523,0.00002823512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001213917,"about_ca_system_score_gemma":0.0002093894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009237913,"about_ca_topic_score_gemma":0.001179235,"domain_scores_codex":[0.99798,0.0001045714,0.0005677615,0.0004180676,0.00053948,0.0003901116],"domain_scores_gemma":[0.999156,0.0002238106,0.00007260526,0.0003088651,0.000104551,0.0001341543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000326196,0.0006315281,0.9693188,0.0001435828,0.000950287,0.001101929,0.001466257,4.211894e-7,0.02045912,0.00003404738,0.002687721,0.002880097],"study_design_scores_gemma":[0.006804997,0.0003333037,0.9762511,0.002068723,0.0006997355,0.000002945905,0.002060258,0.00008030409,0.01069471,0.0004401428,0.0004267314,0.0001369936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921322,0.001153639,0.0008192469,0.0010774,0.0006688796,0.0006668919,0.00001504727,0.00007086895,0.003395753],"genre_scores_gemma":[0.9963573,0.00006154382,0.0001864204,0.0007872069,0.0001059192,0.00008608923,0.0002561321,0.00002069416,0.002138696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009764409,"threshold_uncertainty_score":0.9997663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674194959752437,"score_gpt":0.3432396936347589,"score_spread":0.3264977440372345,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}